Triple

T4389755
Position Surface form Disambiguated ID Type / Status
Subject Brave New World E99333 entity
Predicate featuresConcept P531 FINISHED
Object Bokanovsky Process
The Bokanovsky Process is a fictional mass-reproduction technique in Aldous Huxley’s *Brave New World* that creates large numbers of nearly identical human beings to enforce social stability and control.
E435920 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bokanovsky Process | Statement: [Brave New World, featuresConcept, Bokanovsky Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bokanovsky Process
Context triple: [Brave New World, featuresConcept, Bokanovsky Process]
  • A. Brave New World
    Brave New World is a classic dystopian novel that portrays a technologically advanced but dehumanized future society obsessed with control, consumerism, and engineered happiness.
  • B. Brave New World Revisited
    Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
  • C. Panopticom
    "Panopticom" is a 2023 art-rock single by Peter Gabriel that explores themes of surveillance, data transparency, and digital society, serving as the opening track of his album *i/o*.
  • D. The Factory
    The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
  • E. Panopticon
    The Panopticon is the vast ceremonial and governmental hall at the heart of Gallifrey where the Time Lords convene for major assemblies and trials in the Doctor Who universe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bokanovsky Process
Triple: [Brave New World, featuresConcept, Bokanovsky Process]
Generated description
The Bokanovsky Process is a fictional mass-reproduction technique in Aldous Huxley’s *Brave New World* that creates large numbers of nearly identical human beings to enforce social stability and control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bokanovsky Process
Target entity description: The Bokanovsky Process is a fictional mass-reproduction technique in Aldous Huxley’s *Brave New World* that creates large numbers of nearly identical human beings to enforce social stability and control.
  • A. Brave New World
    Brave New World is a classic dystopian novel that portrays a technologically advanced but dehumanized future society obsessed with control, consumerism, and engineered happiness.
  • B. Brave New World Revisited
    Brave New World Revisited is Aldous Huxley’s non-fiction collection of essays in which he reflects on and updates the themes of his dystopian novel Brave New World in light of mid-20th-century political and technological developments.
  • C. Panopticom
    "Panopticom" is a 2023 art-rock single by Peter Gabriel that explores themes of surveillance, data transparency, and digital society, serving as the opening track of his album *i/o*.
  • D. The Factory
    The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
  • E. Panopticon
    The Panopticon is the vast ceremonial and governmental hall at the heart of Gallifrey where the Time Lords convene for major assemblies and trials in the Doctor Who universe.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35282cb2c8190856da20bb87e88ff completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52d63c08190bc98c090cfe0ff1c completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5b3ba208190b6cb5e40f9e744e8 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:19 p.m.